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09/14/2023
Advancing Regular Language Reasoning in Linear Recurrent Neural Networks
In recent studies, linear recurrent neural networks (LRNNs) have achieve...
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06/26/2023
Structured Dialogue Discourse Parsing
Dialogue discourse parsing aims to uncover the internal structure of a m...
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05/05/2023
Transformer Working Memory Enables Regular Language Reasoning and Natural Language Length Extrapolation
Unlike recurrent models, conventional wisdom has it that Transformers ca...
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12/20/2022
Receptive Field Alignment Enables Transformer Length Extrapolation
Length extrapolation is a desirable property that permits training a tra...
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06/15/2022
Training Discrete Deep Generative Models via Gapped Straight-Through Estimator
While deep generative models have succeeded in image processing, natural...
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05/20/2022
KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation
Relative positional embeddings (RPE) have received considerable attentio...
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10/25/2021
Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection
Dialogue disentanglement aims to group utterances in a long and multi-pa...
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12/04/2018
Tartan: A retrieval-based socialbot powered by a dynamic finite-state machine architecture
This paper describes the Tartan conversational agent built for the 2018 ...
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03/01/2017
